Anton van Beek (Preferred)
Anton van Beek
Assistant Professor, School of Mechanical and Materials Engineering, University College Dublin
Joined
April 2026
Names
Emails
****@ucd.ie (Confirmed)
Personal Links
Career & Education History
Assistant Professor
School of Mechanical and Materials Engineering, University College Dublin (ucd.ie)
2022 – Present
Postdoc
Mechanical Engineering, Northwestern University (northwestern.edu)
2021 – 2022
PhD student
Mechanical Engineering, Northwestern University (northwestern.edu)
2017 – 2021
MS student
University of Michigan and Shanghai Jiaotong joint Institute, Shanghai Jiaotong University (sjtu.edu.cn)
2014 – 2017
Advisors, Relations & Conflicts
Expertise
Design Representation
, Manifold Learning
, Interpretable Machine Learning
2021 – 2026
Decision-making
, Compromise Decision Support
, Digital Twins.
2019 – 2026
Optimization
, Design
, Uncertainty Quantification
2017 – 2026
Model Calibration
, Bias correction
, Bayesian Statistics
, identifiability
2014 – 2026
Publications
Co-Authors
- Adam M. Boyce
- Anand Balu Nellippallil
- Andrea Giuntoli
- Daicong Da
- Daniel W Apley
- Doksoo Lee
- E. Alexander Sorensen
- Eric Seng
- Ganesh Balasubramanian
- Gang Chen
- Guoxin Wang
- H. M. Dilshad Alam Digonta
- Hengrui Zhang
- Hugh O'Connor
- Janan Hui
- Jennifer B. Dunn
- Jiaqi Zhang
- Jinrui Zhang
- Josh J. Bailey
- Joydeep Munshi
- Julia R. Downing
- Lindsay E. Chaney
- Liwei Wang
- Mark C. Hersam
- Maryam Ghasemzadeh